Theory and algorithm of local-refinement-based optimization with application to device and interconnect sizing

被引:19
作者
Cong, J [1 ]
He, L [1 ]
机构
[1] Univ Calif Los Angeles, Dept Comp Sci, Los Angeles, CA 90095 USA
基金
美国国家科学基金会;
关键词
circuit optimization; design automation; device modeling; device sizing; integrated circuit layout; interconnect modeling; local refinement; optimization methods; wire sizing; wire spacing;
D O I
10.1109/43.752925
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper we formulate three classes of optimization problems: the simple, monotonically constrained, and bounded Gong-He (CH)-programs. We reveal the dominance property under the local refinement (LR) operation for the simple CH-program, as well as the general dominance property under the pseudo-LR operation for the monotonically constrained CH-program and the extended-la operation for the bounded CH-program. These properties enable a very efficient polynomial-time algorithm, using different types of LR operations to compute tight lower and upper bounds of the exact solution to any CH-program, We show that the algorithm is capable of solving many ragout optimization problems in deep submicron iterative circuit and/or high-performance multichip module (MCM) and printed circuit board (PCB) designs, In particular, we apply the algorithm to the simultaneous transistor and interconnect sizing problem, and to the global interconnect sizing and spacing problem considering the coupling capacitance for multiple nets, We use tables precomputed from SPICE simulations and numerical capacitance extractions to model device delay and interconnect capacitance, so that our device and interconnect models are much more accurate than many used in previous interconnect optimization algorithms. Experiments show that the bound-computation algorithm can efficiently handle such complex models, and obtain solutions close to the global optimum in most cases. We believe that the CH-program formulations and the bound-computation algorithm can also be applied to other optimization problems in the computer-aided design field.
引用
收藏
页码:406 / 420
页数:15
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